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https://issues.apache.org/jira/browse/FLINK-8903?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Fabian Hueske updated FLINK-8903:
---------------------------------
Description:
The built-in aggregation functions VAR_POP, VAR_SAMP, STDEV_POP, STDEV_SAMP are
translated into regular AVG functions if they are applied in the context of a
Group Window aggregation (\{{GROUP BY TUMBLE/HOP/SESSION}}).
The reason is that these functions are internally represented as
{{SqlAvgAggFunction}} but with different {{SqlKind}}. When translating Calcite
aggregation functions to Flink Table agg functions, we only look at the type of
the class, not at the value of the {{kind}} field. We did not notice that
before, because in all other cases (regular {{GROUP BY}} without windows or
{{OVER}} windows, we have a translation rule {{AggregateReduceFunctionsRule}}
that decomposes the more complex functions into expressions of {{COUNT}} and
{{SUM}} functions such that we never execute an {{AVG}} Flink function. That
rule can only be applied on {{LogicalAggregate}}, however, we represent group
windows as {{LogicalWindowAggregate}}, so the rule does not match.
We should fix this by:
1. restrict the translation to Flink avg functions in {{AggregateUtil}} to
{{SqlKind.AVG}}.
2. implement a rule (hopefully based on {{AggregateReduceFunctionsRule}}) that
decomposes the complex agg functions into the {{SUM}} and {{COUNT}}.
Step 1. is easy and a quick fix but we would get an exception "Unsupported
Function" if {{VAR_POP}} is used in a {{GROUP BY}} window.
Step 2. might be more involved, depending on how difficult it is to port the
rule.
was:
The built-in aggregation functions
> Built-in agg functions VAR_POP, VAR_SAMP, STDEV_POP, STDEV_SAMP are broken in
> Group Windows
> -------------------------------------------------------------------------------------------
>
> Key: FLINK-8903
> URL: https://issues.apache.org/jira/browse/FLINK-8903
> Project: Flink
> Issue Type: Bug
> Components: Table API & SQL
> Affects Versions: 1.3.2, 1.5.0, 1.4.2
> Reporter: lilizhao
> Priority: Critical
> Fix For: 1.5.0
>
> Attachments: QQ图片20180312180143.jpg, TableAndSQLTest.java
>
>
> The built-in aggregation functions VAR_POP, VAR_SAMP, STDEV_POP, STDEV_SAMP
> are translated into regular AVG functions if they are applied in the context
> of a Group Window aggregation (\{{GROUP BY TUMBLE/HOP/SESSION}}).
> The reason is that these functions are internally represented as
> {{SqlAvgAggFunction}} but with different {{SqlKind}}. When translating
> Calcite aggregation functions to Flink Table agg functions, we only look at
> the type of the class, not at the value of the {{kind}} field. We did not
> notice that before, because in all other cases (regular {{GROUP BY}} without
> windows or {{OVER}} windows, we have a translation rule
> {{AggregateReduceFunctionsRule}} that decomposes the more complex functions
> into expressions of {{COUNT}} and {{SUM}} functions such that we never
> execute an {{AVG}} Flink function. That rule can only be applied on
> {{LogicalAggregate}}, however, we represent group windows as
> {{LogicalWindowAggregate}}, so the rule does not match.
> We should fix this by:
> 1. restrict the translation to Flink avg functions in {{AggregateUtil}} to
> {{SqlKind.AVG}}.
> 2. implement a rule (hopefully based on {{AggregateReduceFunctionsRule}})
> that decomposes the complex agg functions into the {{SUM}} and {{COUNT}}.
> Step 1. is easy and a quick fix but we would get an exception "Unsupported
> Function" if {{VAR_POP}} is used in a {{GROUP BY}} window.
> Step 2. might be more involved, depending on how difficult it is to port the
> rule.
>
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